Banquo

a Python package for building Bayesian Nonparanormal models

Features

Array-API standard
Bayesian inference
Semiparametric Bernstein estimator for cumulative distribution function and probability density function
Nonparanormal model with Bernstein marginals
Discrete stochastic heat equation correlation function

See the Banquo architecture below:

You can install Banquo via pip from PyPI:

pip install banquo

Please see the documentation at Read the Docs for details.

Contributions are very welcome. To learn more, see the Contributor Guide.

Distributed under the terms of the MIT license, Banquo is free and open source software.

If you encounter any problems, please file an issue along with a detailed description.

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